Triple

T3154100
Position Surface form Disambiguated ID Type / Status
Subject Lupe Fiasco E65943 entity
Predicate notableWork P4 FINISHED
Object Food & Liquor
Food & Liquor is the critically acclaimed debut studio album by American rapper Lupe Fiasco, known for its socially conscious lyrics and innovative production.
E331454 NE FINISHED

How this triple was built (4 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Food & Liquor | Statement: [Lupe Fiasco, notableWork, Food & Liquor]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Food & Liquor
Context triple: [Lupe Fiasco, notableWork, Food & Liquor]
  • A. Food & Wine
    Food & Wine is a long-running American magazine and media brand focused on gourmet cooking, wine, restaurants, and culinary travel.
  • B. Foods & Refreshment
    Foods & Refreshment is a major Unilever business division that focuses on producing and marketing a wide range of food and beverage brands for global consumers.
  • C. Food
    Food is a 2014 studio album by American singer Kelis that blends soul, funk, and R&B with a warm, retro-inspired sound.
  • D. Gourmandises
    Gourmandises is the debut studio album by French pop singer Alizée, known for its catchy electronic pop sound and international hit singles.
  • E. Eater
    Eater is a science fiction novel by Gregory Benford that explores humanity’s encounter with a mysterious, sentient black hole-like entity.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Food & Liquor
Triple: [Lupe Fiasco, notableWork, Food & Liquor]
Generated description
Food & Liquor is the critically acclaimed debut studio album by American rapper Lupe Fiasco, known for its socially conscious lyrics and innovative production.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Food & Liquor
Target entity description: Food & Liquor is the critically acclaimed debut studio album by American rapper Lupe Fiasco, known for its socially conscious lyrics and innovative production.
  • A. Food & Wine
    Food & Wine is a long-running American magazine and media brand focused on gourmet cooking, wine, restaurants, and culinary travel.
  • B. Foods & Refreshment
    Foods & Refreshment is a major Unilever business division that focuses on producing and marketing a wide range of food and beverage brands for global consumers.
  • C. Food
    Food is a 2014 studio album by American singer Kelis that blends soul, funk, and R&B with a warm, retro-inspired sound.
  • D. Gourmandises
    Gourmandises is the debut studio album by French pop singer Alizée, known for its catchy electronic pop sound and international hit singles.
  • E. Eater
    Eater is a science fiction novel by Gregory Benford that explores humanity’s encounter with a mysterious, sentient black hole-like entity.
  • F. None of above. chosen

Provenance (5 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69ad8584485081909ed529e890cadc4a completed March 8, 2026, 2:19 p.m.
NER Named-entity recognition batch_69ada5e7f4688190b477186254f8a572 completed March 8, 2026, 4:38 p.m.
NED1 Entity disambiguation (via context triple) batch_69b22503ba208190814ab2bfbe380c42 completed March 12, 2026, 2:29 a.m.
NEDg Description generation batch_69b225ee67c48190879edf50981641ab completed March 12, 2026, 2:33 a.m.
NED2 Entity disambiguation (via description) batch_69b22659f79c81908f33769dff3cc57d completed March 12, 2026, 2:35 a.m.
Created at: March 8, 2026, 3:05 p.m.